作者位次 #5/7ACL 2026Poster· Natural Language Processing
P rogress LM : Towards Progress Reasoning in Vision-Language Models
Jianshu Zhang · Chengxuan Qian · Haosen Sun · Haoran Lu · Dingcheng Wang · Letian Xue · Han Liu
摘要
Estimating task progress requires long-horizon and dynamic reasoning, going beyond static visual perception. Although Vision-Language Models (VLMs) excel at describing what is visible in a single observation, it remains unclear whether they can infer how far a task has progressed from partial inf...